Species Lepomis_megalotis (average) total records 689 #Training samples 414 Regularized training gain 1.6125 Unregularized training gain 1.8784 Iterations 500 Training AUC 0.9636 #Test samples 275 Test gain 2.0466 Test AUC 0.9395 AUC Standard Deviation 0.0065 AUCdiff 0.025010378 #Background points 10408.8 basin.1 contribution 3.1798 huc contribution 12.9643 nhd_cumdr contribution 0.5706 nhd_maflowu contribution 18.2272 nhd_mavelu contribution 7.0219 tx_alt contribution 12.5513 tx_aspect contribution 0.2742 tx_bio1 contribution 4.9964 tx_bio12 contribution 0.1844 tx_bio13 contribution 0.2153 tx_bio14 contribution 0.7306 tx_bio15 contribution 0.5088 tx_bio16 contribution 0.2188 tx_bio17 contribution 2.7828 tx_bio18 contribution 0.3764 tx_bio19 contribution 1.9052 tx_bio2 contribution 0.8206 tx_bio3 contribution 0.4811 tx_bio4 contribution 1.5396 tx_bio5 contribution 0.7684 tx_bio6 contribution 7.5573 tx_bio7 contribution 0.4386 tx_cti contribution 20.6619 tx_slope contribution 1.0246 Training gain without basin.1 1.6054 Training gain without huc 1.4866 Training gain without nhd_cumdr 1.6067 Training gain without nhd_maflowu 1.6023 Training gain without nhd_mavelu 1.5998 Training gain without tx_alt 1.5941 Training gain without tx_aspect 1.6097 Training gain without tx_bio1 1.6101 Training gain without tx_bio12 1.6131 Training gain without tx_bio13 1.6125 Training gain without tx_bio14 1.6109 Training gain without tx_bio15 1.6122 Training gain without tx_bio16 1.6123 Training gain without tx_bio17 1.6115 Training gain without tx_bio18 1.611 Training gain without tx_bio19 1.6111 Training gain without tx_bio2 1.6109 Training gain without tx_bio3 1.6123 Training gain without tx_bio4 1.6105 Training gain without tx_bio5 1.6113 Training gain without tx_bio6 1.6105 Training gain without tx_bio7 1.6125 Training gain without tx_cti 1.4159 Training gain without tx_slope 1.6013 Training gain with only basin.1 0.3622 Training gain with only huc 0.957 Training gain with only nhd_cumdr 0.3174 Training gain with only nhd_maflowu 0.5797 Training gain with only nhd_mavelu 0.3484 Training gain with only tx_alt 0.3803 Training gain with only tx_aspect 0.0226 Training gain with only tx_bio1 0.5121 Training gain with only tx_bio12 0.4078 Training gain with only tx_bio13 0.2753 Training gain with only tx_bio14 0.4873 Training gain with only tx_bio15 0.3883 Training gain with only tx_bio16 0.3305 Training gain with only tx_bio17 0.5108 Training gain with only tx_bio18 0.2196 Training gain with only tx_bio19 0.5046 Training gain with only tx_bio2 0.2863 Training gain with only tx_bio3 0.1798 Training gain with only tx_bio4 0.2869 Training gain with only tx_bio5 0.1892 Training gain with only tx_bio6 0.5024 Training gain with only tx_bio7 0.3078 Training gain with only tx_cti 0.6263 Training gain with only tx_slope 0.0188 Test gain without basin.1 2.0457 Test gain without huc 1.9192 Test gain without nhd_cumdr 2.0371 Test gain without nhd_maflowu 2.0308 Test gain without nhd_mavelu 2.0334 Test gain without tx_alt 2.023 Test gain without tx_aspect 2.0484 Test gain without tx_bio1 2.0451 Test gain without tx_bio12 2.047 Test gain without tx_bio13 2.0468 Test gain without tx_bio14 2.0446 Test gain without tx_bio15 2.0467 Test gain without tx_bio16 2.0473 Test gain without tx_bio17 2.0436 Test gain without tx_bio18 2.0438 Test gain without tx_bio19 2.0421 Test gain without tx_bio2 2.0425 Test gain without tx_bio3 2.0471 Test gain without tx_bio4 2.0419 Test gain without tx_bio5 2.0455 Test gain without tx_bio6 2.0491 Test gain without tx_bio7 2.0458 Test gain without tx_cti 1.731 Test gain without tx_slope 2.0376 Test gain with only basin.1 0.3846 Test gain with only huc 0.9578 Test gain with only nhd_cumdr 0.3772 Test gain with only nhd_maflowu 0.6646 Test gain with only nhd_mavelu 0.3876 Test gain with only tx_alt 0.4084 Test gain with only tx_aspect 0.0168 Test gain with only tx_bio1 0.5451 Test gain with only tx_bio12 0.4742 Test gain with only tx_bio13 0.3127 Test gain with only tx_bio14 0.5246 Test gain with only tx_bio15 0.4222 Test gain with only tx_bio16 0.3779 Test gain with only tx_bio17 0.5972 Test gain with only tx_bio18 0.241 Test gain with only tx_bio19 0.5859 Test gain with only tx_bio2 0.3003 Test gain with only tx_bio3 0.2031 Test gain with only tx_bio4 0.319 Test gain with only tx_bio5 0.2174 Test gain with only tx_bio6 0.5179 Test gain with only tx_bio7 0.3213 Test gain with only tx_cti 0.6404 Test gain with only tx_slope 0.0143 AUC without basin.1 0.9396 AUC without huc 0.9319 AUC without nhd_cumdr 0.9391 AUC without nhd_maflowu 0.9387 AUC without nhd_mavelu 0.9388 AUC without tx_alt 0.9378 AUC without tx_aspect 0.9394 AUC without tx_bio1 0.9393 AUC without tx_bio12 0.9394 AUC without tx_bio13 0.9395 AUC without tx_bio14 0.9394 AUC without tx_bio15 0.9395 AUC without tx_bio16 0.9394 AUC without tx_bio17 0.9393 AUC without tx_bio18 0.9392 AUC without tx_bio19 0.9392 AUC without tx_bio2 0.9392 AUC without tx_bio3 0.9395 AUC without tx_bio4 0.9392 AUC without tx_bio5 0.9393 AUC without tx_bio6 0.9398 AUC without tx_bio7 0.9393 AUC without tx_cti 0.9202 AUC without tx_slope 0.9385 AUC with only basin.1 0.7245 AUC with only huc 0.8436 AUC with only nhd_cumdr 0.7239 AUC with only nhd_maflowu 0.7958 AUC with only nhd_mavelu 0.7364 AUC with only tx_alt 0.7442 AUC with only tx_aspect 0.5436 AUC with only tx_bio1 0.7822 AUC with only tx_bio12 0.7321 AUC with only tx_bio13 0.7003 AUC with only tx_bio14 0.748 AUC with only tx_bio15 0.7461 AUC with only tx_bio16 0.706 AUC with only tx_bio17 0.7539 AUC with only tx_bio18 0.6565 AUC with only tx_bio19 0.7488 AUC with only tx_bio2 0.7091 AUC with only tx_bio3 0.6658 AUC with only tx_bio4 0.7162 AUC with only tx_bio5 0.6718 AUC with only tx_bio6 0.7762 AUC with only tx_bio7 0.7187 AUC with only tx_cti 0.7912 AUC with only tx_slope 0.5009 Entropy 7.8689 Prevalence (average of logistic output over background sites) 0.1278 Fixed cumulative value 1 cumulative threshold 1 Fixed cumulative value 1 logistic threshold 0.0226 Fixed cumulative value 1 area 0.6296 Fixed cumulative value 1 training omission 0 Fixed cumulative value 1 test omission 0.0058 Fixed cumulative value 1 binomial probability 0 Fixed cumulative value 5 cumulative threshold 5 Fixed cumulative value 5 logistic threshold 0.0777 Fixed cumulative value 5 area 0.4144 Fixed cumulative value 5 training omission 0.0032 Fixed cumulative value 5 test omission 0.0209 Fixed cumulative value 5 binomial probability 0 Fixed cumulative value 10 cumulative threshold 10 Fixed cumulative value 10 logistic threshold 0.1336 Fixed cumulative value 10 area 0.3011 Fixed cumulative value 10 training omission 0.0116 Fixed cumulative value 10 test omission 0.0422 Fixed cumulative value 10 binomial probability 0 Minimum training presence cumulative threshold 3.6599 Minimum training presence logistic threshold 0.0601 Minimum training presence area 0.4757 Minimum training presence training omission 0 Minimum training presence test omission 0.0144 Minimum training presence binomial probability 0 10 percentile training presence cumulative threshold 33.0835 10 percentile training presence logistic threshold 0.3769 10 percentile training presence area 0.1049 10 percentile training presence training omission 0.0987 10 percentile training presence test omission 0.1742 10 percentile training presence binomial probability 0 Equal training sensitivity and specificity cumulative threshold 33.4814 Equal training sensitivity and specificity logistic threshold 0.3809 Equal training sensitivity and specificity area 0.1026 Equal training sensitivity and specificity training omission 0.1026 Equal training sensitivity and specificity test omission 0.1783 Equal training sensitivity and specificity binomial probability 0 Maximum training sensitivity plus specificity cumulative threshold 30.6963 Maximum training sensitivity plus specificity logistic threshold 0.3513 Maximum training sensitivity plus specificity area 0.1168 Maximum training sensitivity plus specificity training omission 0.0785 Maximum training sensitivity plus specificity test omission 0.1563 Maximum training sensitivity plus specificity binomial probability 0 Equal test sensitivity and specificity cumulative threshold 27.0618 Equal test sensitivity and specificity logistic threshold 0.314 Equal test sensitivity and specificity area 0.1345 Equal test sensitivity and specificity training omission 0.0708 Equal test sensitivity and specificity test omission 0.1345 Equal test sensitivity and specificity binomial probability 0 Maximum test sensitivity plus specificity cumulative threshold 26.2236 Maximum test sensitivity plus specificity logistic threshold 0.3045 Maximum test sensitivity plus specificity area 0.1418 Maximum test sensitivity plus specificity training omission 0.0647 Maximum test sensitivity plus specificity test omission 0.1153 Maximum test sensitivity plus specificity binomial probability 0 Balance training omission, predicted area and threshold value cumulative threshold 5.59 Balance training omission, predicted area and threshold value logistic threshold 0.0844 Balance training omission, predicted area and threshold value area 0.3985 Balance training omission, predicted area and threshold value training omission 0.002 Balance training omission, predicted area and threshold value test omission 0.0221 Balance training omission, predicted area and threshold value binomial probability 0 Equate entropy of thresholded and original distributions cumulative threshold 12.5861 Equate entropy of thresholded and original distributions logistic threshold 0.1609 Equate entropy of thresholded and original distributions area 0.2617 Equate entropy of thresholded and original distributions training omission 0.0184 Equate entropy of thresholded and original distributions test omission 0.0541 Equate entropy of thresholded and original distributions binomial probability 0